Physics-informed quantitative forecasting on Navier-Stokes Flow (test)
0.031CRPSRecFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RecFMinference steps=1, Time [s]=1.5882026.05 | 0.031 | 0.0064 | 0.959 | 97.91 | |
| RecFMSampling steps=1-step2026.05 | 0.031 | 0.0064 | 0.959 | — | |
| RecFMinference steps=2, Time [s]=3.1282026.05 | 0.032 | 0.0068 | 0.932 | 96.72 | |
| RecFMSampling steps=2-step2026.05 | 0.032 | 0.0068 | 0.932 | — | |
| VideoPDETime [s]=72.642026.05 | 0.033 | 0.0068 | 0.205 | 96.7 | |
| VideoPDE2026.05 | 0.033 | 0.0068 | 0.205 | — | |
| PBFMinference steps=20, Time [s]=14.752026.05 | 0.034 | 0.0071 | 0.81 | 95.92 | |
| Vanilla FMTime [s]=6.9142026.05 | 0.036 | 0.0076 | 0.911 | 95.22 | |
| Vanilla FM2026.05 | 0.036 | 0.0076 | 0.911 | — | |
| DYffusion2026.05 | 0.067 | 0.022 | 0.877 | — | |
| Dropout2026.05 | 0.078 | 0.027 | 0.715 | — | |
| Perturbation2026.05 | 0.09 | 0.028 | 0.448 | — | |
| MCVD2026.05 | 0.154 | 0.07 | 0.524 | — | |
| DDPM2026.05 | 0.18 | 0.105 | 0.573 | — |